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It was finetuned using Ground Truth that is also available in this Dataverse (<a href=\"https://hdl.handle.net/10622/QJZKZ2\" target=\"_top\">GLOBALISE Ground Truth for Handwritten Text and Layout Recognition</a>) and applied using the <a href=\"https://github.com/knaw-huc/loghi\" target=\"_top\">Loghi Handwritten Text Recognition tools</a> to generate <a href=\"https://hdl.handle.net/10622/LVXSBW\" target=\"_top\">VOC transcriptions v2 - GLOBALISE</a>. The model's hyperparameters are available in the file <code>config.yaml</code>."},"dsDescriptionDate":{"typeName":"dsDescriptionDate","multiple":false,"typeClass":"primitive","value":"2024-03-15"}}]},{"typeName":"subject","multiple":true,"typeClass":"controlledVocabulary","value":["Arts and Humanities","Computer and Information Science"]},{"typeName":"topicClassification","multiple":true,"typeClass":"compound","value":[{"topicClassValue":{"typeName":"topicClassValue","multiple":false,"typeClass":"primitive","value":"handwriting recognition"},"topicClassVocab":{"typeName":"topicClassVocab","multiple":false,"typeClass":"primitive","value":"Wikidata"},"topicClassVocabURI":{"typeName":"topicClassVocabURI","multiple":false,"typeClass":"primitive","value":"http://www.wikidata.org/entity/Q2440634"}},{"topicClassValue":{"typeName":"topicClassValue","multiple":false,"typeClass":"primitive","value":"artificial intelligence model"},"topicClassVocab":{"typeName":"topicClassVocab","multiple":false,"typeClass":"primitive","value":"Wikidata"},"topicClassVocabURI":{"typeName":"topicClassVocabURI","multiple":false,"typeClass":"primitive","value":"http://www.wikidata.org/entity/Q117349473"}}]},{"typeName":"publication","multiple":true,"typeClass":"compound","value":[{"publicationCitation":{"typeName":"publicationCitation","multiple":false,"typeClass":"primitive","value":"GLOBALISE Ground Truth for Handwritten Text and Layout Recognition"},"publicationIDType":{"typeName":"publicationIDType","multiple":false,"typeClass":"controlledVocabulary","value":"handle"},"publicationIDNumber":{"typeName":"publicationIDNumber","multiple":false,"typeClass":"primitive","value":"10622/QJZKZ2"},"publicationURL":{"typeName":"publicationURL","multiple":false,"typeClass":"primitive","value":"https://hdl.handle.net/10622/QJZKZ2"}},{"publicationCitation":{"typeName":"publicationCitation","multiple":false,"typeClass":"primitive","value":"VOC transcriptions v2 - GLOBALISE"},"publicationIDType":{"typeName":"publicationIDType","multiple":false,"typeClass":"controlledVocabulary","value":"handle"},"publicationIDNumber":{"typeName":"publicationIDNumber","multiple":false,"typeClass":"primitive","value":"10622/LVXSBW"},"publicationURL":{"typeName":"publicationURL","multiple":false,"typeClass":"primitive","value":"https://hdl.handle.net/10622/LVXSBW"}},{"publicationCitation":{"typeName":"publicationCitation","multiple":false,"typeClass":"primitive","value":"Stefan Klut, Rutger van Koert, and Ronald Sluijter. 2023. Laypa: A Novel Framework for Applying Segmentation Networks to Historical Documents. In 7th International Workshop on Historical Document Imaging and Processing (HIP ’23), August 25–26, 2023, San Jose, CA, USA. ACM, New York, NY, USA, 6 pages."},"publicationIDType":{"typeName":"publicationIDType","multiple":false,"typeClass":"controlledVocabulary","value":"doi"},"publicationIDNumber":{"typeName":"publicationIDNumber","multiple":false,"typeClass":"primitive","value":"10.1145/3604951.3605520"},"publicationURL":{"typeName":"publicationURL","multiple":false,"typeClass":"primitive","value":"https://doi.org/10.1145/3604951.3605520"}}]},{"typeName":"notesText","multiple":false,"typeClass":"primitive","value":"This dataset was migrated from the IISH Data Collection to DataverseNL in January 2026. It was previously published as: Klut, Stefan; Koert, Rutger van; Maas, Martijn, 2026, \"GLOBALISE Laypa Baseline Model – August 2023\", https://hdl.handle.net/10622/VMSCBR, IISH Data Collection, V1 under the persistent identifier hdl:10622/VMSCBR."},{"typeName":"producer","multiple":true,"typeClass":"compound","value":[{"producerName":{"typeName":"producerName","multiple":false,"typeClass":"primitive","value":"GLOBALISE project"},"producerURL":{"typeName":"producerURL","multiple":false,"typeClass":"primitive","value":"https://globalise.huygens.knaw.nl/"}}]},{"typeName":"depositor","multiple":false,"typeClass":"primitive","value":"Petram, Lodewijk"},{"typeName":"dateOfDeposit","multiple":false,"typeClass":"primitive","value":"2023-10-10"}]},"dansDataVaultMetadata":{"displayName":"Data Vault Metadata","name":"dansDataVaultMetadata","fields":[{"typeName":"dansDataversePid","multiple":false,"typeClass":"primitive","value":"doi:10.34894/JPS8TB"},{"typeName":"dansDataversePidVersion","multiple":false,"typeClass":"primitive","value":"2.0"},{"typeName":"dansBagId","multiple":false,"typeClass":"primitive","value":"urn:uuid:5bfb2630-506c-4b9f-920a-88e51e0089bd"},{"typeName":"dansNbn","multiple":false,"typeClass":"primitive","value":"urn:nbn:nl:ui:13-b60f2e19-eac8-4dc4-a9f6-5f5e59d92e85"}]}},"files":[{"description":"","label":"config.yaml","restricted":false,"directoryLabel":"RUN_2023-08-04_17-52-40","version":1,"datasetVersionId":33963,"dataFile":{"id":579007,"persistentId":"","filename":"config.yaml","contentType":"application/octet-stream","friendlyType":"Unknown","filesize":9855,"description":"","storageIdentifier":"surf://store:19bda9eeaee-5ea866886c93","rootDataFileId":-1,"checksum":{"type":"SHA-1","value":"a46d0a32d5017790fdbf2b1d9438a30515bac130"},"tabularData":false,"creationDate":"2026-01-20","publicationDate":"2026-01-20","directoryLabel":"RUN_2023-08-04_17-52-40","lastUpdateTime":"2026-02-06T17:14:43Z","fileAccessRequest":true}},{"description":"","label":"metadata.json","restricted":false,"version":1,"datasetVersionId":33963,"dataFile":{"id":579008,"persistentId":"","filename":"metadata.json","contentType":"application/json","friendlyType":"JSON","filesize":14894,"description":"","storageIdentifier":"surf://store:19bda9eebe0-2901859d7196","rootDataFileId":-1,"checksum":{"type":"SHA-1","value":"2511ec94d1fab39082eca83421a33ce6458510c9"},"tabularData":false,"creationDate":"2026-01-20","publicationDate":"2026-01-20","lastUpdateTime":"2026-02-06T17:14:43Z","fileAccessRequest":true}},{"description":"","label":"model_best_mIoU.pth","restricted":false,"directoryLabel":"RUN_2023-08-04_17-52-40","version":1,"datasetVersionId":33963,"dataFile":{"id":579009,"persistentId":"","filename":"model_best_mIoU.pth","contentType":"application/octet-stream","friendlyType":"Unknown","filesize":455414785,"description":"","storageIdentifier":"surf://store:19bda9fd3fd-981e01ea6b4c","rootDataFileId":-1,"checksum":{"type":"SHA-1","value":"96d0880c220424add8b2418c7d8e0af4de2b9d6f"},"tabularData":false,"creationDate":"2026-01-20","publicationDate":"2026-01-20","directoryLabel":"RUN_2023-08-04_17-52-40","lastUpdateTime":"2026-02-06T17:14:43Z","fileAccessRequest":true}}]}}}